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Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension

Expression quantitative trait loci (eQTL) can provide a link between disease susceptibility variants discovered by genetic association studies and biology. To date, eQTL mapping studies have been primarily conducted in healthy individuals from population-based cohorts. Genetic effects have been know...

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Autores principales: Ulrich, Anna, Otero-Núñez, Pablo, Wharton, John, Swietlik, Emilia M., Gräf, Stefan, Morrell, Nicholas W., Wang, Dennis, Lawrie, Allan, Wilkins, Martin R., Prokopenko, Inga, Rhodes, Christopher J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7690609/
https://www.ncbi.nlm.nih.gov/pubmed/33105808
http://dx.doi.org/10.3390/genes11111247
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author Ulrich, Anna
Otero-Núñez, Pablo
Wharton, John
Swietlik, Emilia M.
Gräf, Stefan
Morrell, Nicholas W.
Wang, Dennis
Lawrie, Allan
Wilkins, Martin R.
Prokopenko, Inga
Rhodes, Christopher J.
author_facet Ulrich, Anna
Otero-Núñez, Pablo
Wharton, John
Swietlik, Emilia M.
Gräf, Stefan
Morrell, Nicholas W.
Wang, Dennis
Lawrie, Allan
Wilkins, Martin R.
Prokopenko, Inga
Rhodes, Christopher J.
author_sort Ulrich, Anna
collection PubMed
description Expression quantitative trait loci (eQTL) can provide a link between disease susceptibility variants discovered by genetic association studies and biology. To date, eQTL mapping studies have been primarily conducted in healthy individuals from population-based cohorts. Genetic effects have been known to be context-specific and vary with changing environmental stimuli. We conducted a transcriptome- and genome-wide eQTL mapping study in a cohort of patients with idiopathic or heritable pulmonary arterial hypertension (PAH) using RNA sequencing (RNAseq) data from whole blood. We sought confirmation from three published population-based eQTL studies, including the GTEx Project, and followed up potentially novel eQTL not observed in the general population. In total, we identified 2314 eQTL of which 90% were cis-acting and 75% were confirmed by at least one of the published studies. While we observed a higher GWAS trait colocalization rate among confirmed eQTL, colocalisation rate of novel eQTL reported for lung-related phenotypes was twice as high as that of confirmed eQTL. Functional enrichment analysis of genes with novel eQTL in PAH highlighted immune-related processes, a suspected contributor to PAH. These potentially novel eQTL specific to or active in PAH could be useful in understanding genetic risk factors for other diseases that share common mechanisms with PAH.
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spelling pubmed-76906092020-11-27 Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension Ulrich, Anna Otero-Núñez, Pablo Wharton, John Swietlik, Emilia M. Gräf, Stefan Morrell, Nicholas W. Wang, Dennis Lawrie, Allan Wilkins, Martin R. Prokopenko, Inga Rhodes, Christopher J. Genes (Basel) Article Expression quantitative trait loci (eQTL) can provide a link between disease susceptibility variants discovered by genetic association studies and biology. To date, eQTL mapping studies have been primarily conducted in healthy individuals from population-based cohorts. Genetic effects have been known to be context-specific and vary with changing environmental stimuli. We conducted a transcriptome- and genome-wide eQTL mapping study in a cohort of patients with idiopathic or heritable pulmonary arterial hypertension (PAH) using RNA sequencing (RNAseq) data from whole blood. We sought confirmation from three published population-based eQTL studies, including the GTEx Project, and followed up potentially novel eQTL not observed in the general population. In total, we identified 2314 eQTL of which 90% were cis-acting and 75% were confirmed by at least one of the published studies. While we observed a higher GWAS trait colocalization rate among confirmed eQTL, colocalisation rate of novel eQTL reported for lung-related phenotypes was twice as high as that of confirmed eQTL. Functional enrichment analysis of genes with novel eQTL in PAH highlighted immune-related processes, a suspected contributor to PAH. These potentially novel eQTL specific to or active in PAH could be useful in understanding genetic risk factors for other diseases that share common mechanisms with PAH. MDPI 2020-10-22 /pmc/articles/PMC7690609/ /pubmed/33105808 http://dx.doi.org/10.3390/genes11111247 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ulrich, Anna
Otero-Núñez, Pablo
Wharton, John
Swietlik, Emilia M.
Gräf, Stefan
Morrell, Nicholas W.
Wang, Dennis
Lawrie, Allan
Wilkins, Martin R.
Prokopenko, Inga
Rhodes, Christopher J.
Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension
title Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension
title_full Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension
title_fullStr Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension
title_full_unstemmed Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension
title_short Expression Quantitative Trait Locus Mapping in Pulmonary Arterial Hypertension
title_sort expression quantitative trait locus mapping in pulmonary arterial hypertension
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7690609/
https://www.ncbi.nlm.nih.gov/pubmed/33105808
http://dx.doi.org/10.3390/genes11111247
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